Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-19 0.267238 0.299962 0.336687 0.381270 0.434353 0.496071 0.574058
2025-01-26 0.226364 0.272394 0.329417 0.406731 0.511225 0.651312 0.860288
2025-02-02 0.207330 0.263049 0.337608 0.448321 0.615474 0.871516 1.323987
2025-02-09 0.189228 0.249775 0.335706 0.472888 0.700128 1.092130 1.908614
2025-02-16 0.173671 0.236544 0.330111 0.488781 0.773694 1.321958 2.667621
2025-02-23 0.158176 0.220683 0.317201 0.488962 0.818688 1.516524 3.515733
2025-03-02 0.140100 0.198468 0.290744 0.460214 0.800460 1.570007 4.044280
2025-03-09 0.128381 0.184775 0.276167 0.449750 0.815726 1.707917 5.003181
2025-03-16 0.118922 0.173641 0.264348 0.442088 0.834660 1.865031 6.270882
2025-03-23 0.113004 0.167639 0.260510 0.449024 0.888414 2.148899 8.676345
2025-03-30 0.104060 0.155751 0.244875 0.429476 0.873505 2.217740 10.107940
2025-04-06 0.096173 0.145045 0.230342 0.410133 0.854717 2.267446 11.614030
2025-04-13 0.089105 0.135555 0.217762 0.394582 0.846222 2.367499 14.105916
2025-04-20 0.087399 0.135321 0.222590 0.418351 0.954110 3.008914 26.431213
2025-04-27 0.087623 0.138515 0.234400 0.460802 1.137057 4.233071 74.214384
2025-05-04 0.085880 0.137929 0.238599 0.486112 1.280367 5.535747 234.401759
2025-05-11 0.083414 0.135747 0.239218 0.502567 1.402860 7.003702 1135.484397
2025-05-18 0.079815 0.131095 0.234075 0.502742 1.464985 8.195123 10425.594954
2025-05-25 0.074204 0.122173 0.218895 0.472888 1.393963 8.048560 29795.214850
2025-06-01 0.070484 0.116721 0.210867 0.462028 1.400958 8.760511 NaN
2025-06-08 0.067277 0.112074 0.204211 0.454079 1.418623 9.687026 NaN
2025-06-15 0.065373 0.109881 0.202825 0.461276 1.510049 11.928971 NaN
2025-06-22 0.061770 0.104067 0.192751 0.440999 1.462016 12.035488 NaN